{"id":"W3215387783","doi":"10.5489/cuaj.7460","title":"Target prostate biopsies: how best to report in synoptic format?","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Health Sciences Centre; Trillium Health Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Prostate; Prostate cancer; Prostate biopsy; Computer science; Medicine; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02531708,0.0009649314,0.002468703,0.005337124,0.002761323,0.007370684,0.002473049,0.004295015,0.009658802],"category_scores_gemma":[0.1117188,0.001064292,0.0009446213,0.0029537,0.002488785,0.01218892,0.003222836,0.006667178,0.006320366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001904636,"about_ca_system_score_gemma":0.005566117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005479467,"about_ca_topic_score_gemma":0.009449868,"domain_scores_codex":[0.9807788,0.009214859,0.004675206,0.0009923042,0.003404718,0.0009340733],"domain_scores_gemma":[0.9267378,0.02652532,0.01096333,0.004110374,0.02623147,0.005431759],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009572743,0.0002936256,0.03293248,0.003278488,0.000285657,0.003501297,0.002156339,0.0006824766,0.003053175,0.004980071,0.5292366,0.4186426],"study_design_scores_gemma":[0.0008279826,0.0009859969,0.08641028,0.02617983,0.0010071,0.04920531,0.03613371,0.006172713,0.006627169,0.04960084,0.73537,0.00147902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03180507,0.09764355,0.1062499,0.6567687,0.04244084,0.001578914,0.002629629,0.002878127,0.05800534],"genre_scores_gemma":[0.3332975,0.113319,0.2875731,0.1696088,0.07252022,0.00243754,0.003293016,0.003428806,0.01452209],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9746829,"threshold_uncertainty_score":0.1338912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400656553846221,"score_gpt":0.2435137050993015,"score_spread":0.2295071395608393,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}